Research
Research
I have a broad interest in programming quantum machines to implement quantum computing/simulation.
I have experience in
Error correction in Rydberg atom graph,
Designing a moving tweezer-based digital quantum computing protocol,
Studying the dynamics of single-atom in optical tweezers,
Programming Rydberg atom graphs for solving optimization problems.
Error correction in Rydberg atom graph (2025)
Errors occur after quantum computing and optimization, making it a significant problem to achieve quantum advantage. I developed and analyzed an error detection and correction scheme for the graph implementation of the Rydberg atom array.
Coming soon!
Designing a moving tweezer-based digital quantum computing protocol (2025)
Dynamic optical tweezers not only transport atoms but also implement quantum operations. Combined with a chromatically distinguishable dual-species atomic array, I developed a MAQCY scheme, a Modular Atom-array Quantum Computation with space-time hYbrid multiplexing.
A modular atom-array quantum computation with space-time hybrid multiplexing
A. Byun*, C. Lee*, E. Yoon, M. Kim, and T. H. Yoon, "MAQCY: A modular atom-array quantum computation with space-time hybrid multiplexing," in preparation (2025).
Studying dynamics of single-atom in optical tweezer (2023-2025)
Optical tweezers "trap" a single neutral atom, meaning they apply a localized force to the atom. As a result, the atom exhibits both classical and quantum dynamics within the tweezer. I analyzed both types of dynamics and, by properly designing the time-dependent force trajectory, developed controlled paths for targeted atomic motion, including throw-and-catch operations and time-optimal transport.
Fast and reliable single-atom transport by optical tweezer based on shortcut-to-adiabaticity (STA).
S. Hwang, H. Hwang, K. Kim, A. Byun, K. Kim, S. Jeong, M. P. Soegianto, and J. Ahn, "Fast and reliable atom transport by optical tweezer," Optica Quantum 3(1), 64-71 (2025).
Throw-and-catch single-atom by optical tweezer
H. Hwang, A. Byun, J. Park, S. de Léséleuc, and J. Ahn, "Optical tweezers throw and catch single atoms,"
Optica 10(3), 401-406 (2023).
Programming Rydberg atom graphs for solving optimization problems (2022-2024)
Many graph optimization problems can be embedded into finding the ground state of a quantum Ising spin glass. A Rydberg atom array can implement such a quantum Ising spin glass, which has led to interest in it as a feasible platform for quantum optimization. However, due to the distance-dependent nature of the Rydberg interaction, arrays of atoms are limited to implementing only a narrow class of problem instances. By using a quantum wire, an auxiliary atom array that enables all-to-all connectivity, I developed its application for solving optimization problems of non-unit disk graphs (non-UDGs), weighted graphs, and hypergraphs.
Solving "higher-order unconstrained binary optimization (HUBO)", the "hypergraph" optimization problem by programming Rydberg atom graph.
A. Byun, S. Jeong, and J. Ahn,
"Programming higher-order interactions of Rydberg atoms,"
Phys. Rev. A 110, 042612 (2024).
Solving "quadratic unconstrained binary optimization (QUBO)", the "weighted graph" optimization problem by programming Rydberg atom graph.
A. Byun, J. Jung, K. Kim, M. Kim, S. Jeong, H. Jeong, and J. Ahn,
"Rydberg-Atom Graphs for Quadratic Unconstrained Binary Optimization Problems,"
Adv. Quantum Technol. 7, 2300398 (2024).
Solving maximum independent set (MIS) problem of "3D graph" by programming "2D Rydberg atom graph".
A. Byun*, M. Kim*, and J. Ahn,
"Finding the Maximum Independent Sets of Platonic Graphs Using Rydberg Atoms,"
PRX Quantum 3, 030305 (2022).